Novel neuroelectrophysiological age index associated with imaging features of brain aging and sleep disorders.

Novel neuroelectrophysiological age index associated with imaging features of brain aging and sleep disorders.

Sleep architecture and microstructures alter with aging and sleep disorder-led accelerated aging. We proposed a sleep EEG based brain age prediction model using convolutional neural networks. We then associated the estimated brain age index with brain structural aging features, sleep disorders and v...

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Bibliographic Details
Main Authors: Soonhyun Yook, Hea Ree Park, Claire Park, Gilsoon Park, Diane C. Lim, Jinyoung Kim, Eun Yeon Joo, Hosung Kim
Format: Article
Language:English
Published: Elsevier 2022-12-01
Series:NeuroImage
Subjects:
Sleep EEG
Brain age
Neuroelectrophysiology
Sleep disorder
Biomarker
Deep learning
Online Access:http://www.sciencedirect.com/science/article/pii/S1053811922008746

Internet

http://www.sciencedirect.com/science/article/pii/S1053811922008746

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